Some models parameters calculation for simulation of network traffic marginal distribution and self-similarity

Proceedings - 23rd European Conference on Modelling and Simulation, ECMS 2009

Volumn , Issue , 2009, Pages 18-24

  Privalov, Alexander Yu ^a   Blagov, Alexander V ^a  

^a SAMARA NATIONAL RESEARCH UNIVERSITY   (Russian Federation)

Author keywords

Heavy tailed Distribution; Long Range Dependence; M G 8 Input; On Off Sources; Self similar traffic; Traffic simulation

Indexed keywords

CIRCUIT SIMULATION; SOFTWARE ENGINEERING;

HEAVY-TAILED DISTRIBUTION; LONG RANGE DEPENDENCE; M/G/8 INPUT; ON OFF SOURCES; SELF-SIMILAR TRAFFIC; TRAFFIC SIMULATIONS;

NUMERICAL METHODS;

EID: 84857695435     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.7148/2009-0018-0024     Document Type: Conference Paper

References (13)

1. Internet Traffic Archive. DOI=http://ita.ee.lbl.gov.
2. Self-similar Network Traffic and Performance Evaluation. 2000. K. Park and W. Willinger Ed. Wiley. New-York.
3. Liu N.X. and Baras J.S. 2003. Statistical modeling and performance analysis of multi-scale traffic. In Proceedings of IEEE INFOCOM'03. (March 2003) 1837-1847.
4. Zeng Y. and Chen T.M. 2004. Measurement-based Real Time Traffic Model Classification. In Proceedings of IEEE ICC. (June 2004), 1857-1861.
5. Cox D. R. 1984. Long Range Dependence: a review. In Statistics: an Appraisal. H. A. David and H. T. David Ed. The Iowa State University Press. Ames. 55- 74.
6. Jelenkovic P.R. and Lazar A.A. 1997. Multiplexing On-Off Sources with Subexponential On periods. Part II. In Proceedings of the 15th International Teletraffic Congress (Washington, DC, June 1997), 965-974.
7. Liu Z and all. 1998. Asymptotic Behavior of a multiplexer Fed by a Long Range Dependent Process. Applied Probability, 36(1), 105-118.
8. Tsybakov B. and Georganas N.D. 1998. Self-similar processes in communications network. IEEE Trans. On Information Theory. 44(5) (September 1998), 1713-1725.
9. Krunz M.M. and Makowski A.A. 1998. Modeling Video Traffic Using M/G/∞ Input Process: A Compromise Between Markovian and LRD Models. IEEE Journal of Selected Areas in Communications. 16 (June 1998), 733-748. (Pubitemid 128566815)
10. Adas A. 1997. Traffic Models in Broadband Networks. IEEE Communications Magazine. 35 (July 1997), 82- 89. (Pubitemid 127559563)
11. Fowler H.J. and Leland W.E. 1991. Local Area Network Traffic Characteristics with Implications for Broadband Network Congestion Management. IEEE Journal of Selected Areas in Communications. 9(7) (September 1991), 1139-1149.
12. Paxson V. and Floyd S. 1995. Wide-Area Traffic: The Failure of Poisson Modeling. IEEE/ACM Transactions on Networking. 3(3) (June 1995), 226-244.
13. Privalov A.Yu. and Baeva M.V. 2007. (in Russian). Some Approaches to Self-similar Traffic Modeling. In "Information technologies and system mathematical modeling 2006-2007". Radiotechnika. Moscow. 81-84.